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  • Probabilistic Graphical Models

Probabilistic Graphical Models Courses

Probabilistic Graphical Models courses can help you learn Bayesian networks, Markov random fields, and inference algorithms. You can build skills in modeling uncertainty, reasoning under uncertainty, and making predictions based on incomplete data. Many courses introduce tools like TensorFlow Probability and PyMC3, which are used for implementing these models and performing complex calculations, enabling you to apply your knowledge to real-world data analysis and machine learning tasks.

Popular Probabilistic Graphical Models Courses and Certifications


  • E

    EDUCBA

    Analyze and Visualize Business Data with Power BI

    Skills you'll gain: Dashboard Creation, Power BI, Data Modeling, Analytical Skills, Data Visualization, Data Presentation, Analysis, Spatial Data Analysis, Data Integration, Datamaps, Data Wrangling, Business Reporting, Business Intelligence Software, Data Management, Spreadsheet Software, Storytelling, Management Reporting, Business Analytics, Analytics, Visualization (Computer Graphics)

    ★ 4.3 (6) · Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Apply Excel Skills for Data Analysis Foundations

    Skills you'll gain: Data Entry, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Spreadsheet Software, Data Visualization, Data Visualization Software, Dashboard, Microsoft Office, Case Studies, Data Management, Business Analytics, Exploratory Data Analysis, Productivity Software, Business, Analysis, Data Presentation, Data Analysis, Data Manipulation, Data Literacy

    ★ 4.7 (22) · Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Cómo crear gráficos para tus redes sociales en Canva

    Skills you'll gain: Canva (Software), Social Media, Social Media Marketing, Content Creation, Graphics Software, Graphical Tools, Graphic and Visual Design, Visual Design, Graphic Design, Design Elements And Principles, Creative Design, Design

    ★ 4.9 (8) · Beginner · Guided Project · Less Than 2 Hours

  • E

    Edureka

    Generative AI for Security Fundamentals

    Skills you'll gain: AI Security, Responsible AI, Large Language Modeling, Generative Model Architectures, Prompt Patterns, IT Security Architecture, Threat Modeling, Vulnerability Assessments, Threat Detection, Cybersecurity, Information Systems Security, Cyber Threat Intelligence, Cyber Security Strategy, Security Strategy, Security Management, Cyber Attacks, Cloud Security, Security Awareness, Enterprise Security, Distributed Denial-Of-Service (DDoS) Attacks

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    R Ultimate 2024 - R for Data Science and Machine Learning

    Skills you'll gain: Rmarkdown, Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Model Evaluation, R (Software), Artificial Intelligence and Machine Learning (AI/ML), Data Import/Export, Classification Algorithms, Reinforcement Learning, R Programming, Machine Learning Methods, Model Training, Ggplot2, Plot (Graphics), Data Manipulation, Convolutional Neural Networks, Machine Learning Algorithms

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Apple Inc Financial Modeling: Analyze & Forecast

    Skills you'll gain: Working Capital, Equities, Capital Expenditure, Business Valuation, Accounts Receivable, Cash Flows, Risk Analysis

    ★ 4.9 (11) · Mixed · Course · 1 - 4 Weeks

  • S

    Sungkyunkwan University

    Machine Learning Algorithms

    Skills you'll gain: Machine Learning Algorithms, Decision Tree Learning, Classification Algorithms, Statistical Machine Learning, Unsupervised Learning, Machine Learning, Supervised Learning, Python Programming, Algorithms, Applied Machine Learning, Linear Algebra, Bayesian Statistics, Probability & Statistics

    ★ 3.7 (9) · Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Introduction to Modeling for Formal Verification

    Skills you'll gain: Systems Design, Computational Logic, Verification And Validation, Computer Engineering, Communication Systems, Software Systems, Process Modeling, Theoretical Computer Science, Graph Theory

    ★ 4.7 (11) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    R Programming and Tidyverse Capstone Project

    Skills you'll gain: R Programming, Rmarkdown, R (Software), Tidyverse (R Package), Ggplot2, Data Import/Export, Data Visualization, Plot (Graphics), Statistical Visualization, Data Analysis, Statistical Reporting, Data Visualization Software, Data Presentation, Data Science, Data Manipulation, Statistical Analysis, Data Wrangling, Data Cleansing, Data Integration, Communication

    ★ 4.7 (7) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Visualization using Plotnine and ggplot

    Skills you'll gain: Exploratory Data Analysis, Box Plots, Plot (Graphics), Data Visualization, Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram, Data Analysis, Graphing, Python Programming

    ★ 4.6 (16) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of the Arts London

    Introduction to Creative AI

    Skills you'll gain: AI powered creativity, PyTorch (Machine Learning Library), Artificial Intelligence, Model Training, Creativity, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Creative Thinking, Generative AI, Artificial Neural Networks, Responsible AI, Creative Problem-Solving, Creative Design, Data Ethics, Critical Thinking

    ★ 4.4 (9) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Machine Learning Essentials

    Skills you'll gain: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Predictive Modeling, Probability & Statistics, Bayesian Statistics, Dimensionality Reduction, Statistical Hypothesis Testing, Model Optimization, Feature Engineering

    ★ 5 (6) · Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular probabilistic graphical models courses

  • Analyze and Visualize Business Data with Power BI: EDUCBA
  • Apply Excel Skills for Data Analysis Foundations: EDUCBA
  • Cómo crear gráficos para tus redes sociales en Canva: Coursera
  • Generative AI for Security Fundamentals: Edureka
  • R Ultimate 2024 - R for Data Science and Machine Learning: Packt
  • Apple Inc Financial Modeling: Analyze & Forecast: EDUCBA
  • Machine Learning Algorithms: Sungkyunkwan University
  • Introduction to Modeling for Formal Verification: University of Colorado Boulder
  • R Programming and Tidyverse Capstone Project: University of Colorado Boulder
  • Data Visualization using Plotnine and ggplot: Coursera

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